Table 3 Results of the two simulation studies given as mean (0.05 quantile, 0.95 quantile)
AUC | Spearman’s rho | MSE | ||
|---|---|---|---|---|
Simulation 1 | Linear model | 0.737 [0.518, 0.923] | 0.152 [−0.091, 0.349] | 0.048 [0.024, 0.077] |
Mixture model | 0.950 [0.908, 0.982] | 0.501 [0.471, 0.526] | 0.004 [0.002, 0.008] | |
Simulation 2 | Linear model | 0.928 [0.873, 0.972] | 0.394 [0.333, 0.451] | 0.031 [0.028, 0.034] |
Mixture model | 0.949 [0.906, 0.982] | 0.492 [0.454, 0.524] | 0.005 [0.002, 0.009] |